Dataset Versions
v1
2024-07-15 8:38am
Generated on Jul 15, 2024
533 Total Images
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Dataset Split
Train Set 93%
498Images
Valid Set 4%
20Images
Test Set 3%
15Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x480
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Exposure: Between -11% and +11%
Blur: Up to 1.5px
Noise: Up to 0.54% of pixels